Decentralized artificial intelligence systems use blockchain technology to distribute, process, and store AI data and models across a network, addressing many of the concerns of current AI systems including transparency, privacy, and the concentration of AI power in the hands of a few organizations. We explore this AI architecture and its potential to make AI development more democratic and trustworthy.